#!/usr/bin/env bash
set -euo pipefail

ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
cd "${ROOT_DIR}"
export PYTHONPATH="${ROOT_DIR}:${PYTHONPATH:-}"

TASK="${TASK:-ogbg-molhiv}"
DEVICE="${DEVICE:-cuda:1}"
EPOCHS="${EPOCHS:-100}"
SEED="${SEED:-0}"
HIDDEN="${HIDDEN:-128}"
FIXED_T="${FIXED_T:-3}"
FIXED_NS="${FIXED_NS:-3}"
VIEWS="${VIEWS:-gin gine gcn graphsage gatv2 graphconv transformer pna gen film resgated tag sgc cheb arma mf appnp}"

mkdir -p runs logs

result_path() {
  local view="$1"
  local compute="$2"
  local t="$3"
  local ns="$4"
  echo "runs/${TASK}_${view}_${compute}_T${t}_ns${ns}_h${HIDDEN}_e${EPOCHS}_s${SEED}.json"
}

run_cell() {
  local view="$1"
  local compute="$2"
  local t="$3"
  local ns="$4"
  local out
  out="$(result_path "${view}" "${compute}" "${t}" "${ns}")"
  if [[ -f "${out}" ]]; then
    echo "[skip] ${out}"
    return
  fi
  echo "[run] ${TASK} view=${view} compute=${compute} T=${t} ns=${ns} device=${DEVICE}"
  python3 -m rrog.cli run \
    --task "${TASK}" \
    --view "${view}" \
    --compute "${compute}" \
    --epochs "${EPOCHS}" \
    --hidden "${HIDDEN}" \
    --T "${t}" \
    --n_sup "${ns}" \
    --seed "${SEED}" \
    --device "${DEVICE}"
}

for view in ${VIEWS}; do
  run_cell "${view}" classic 0 1
  run_cell "${view}" fixed-rrog "${FIXED_T}" "${FIXED_NS}"
done

python3 -m rrog.cli results --epochs "${EPOCHS}"